Transforming Analytical Data Platform for a Competitive Edge
Industries
Healthcare
Services
Big Data Management
Tools We used
AWS, MySQL, Azure Data Factory, Python
Challenges We Faced
The client, a technology company specializing in solutions for skilled nursing home operators, faced significant challenges with their Analytical Data Platform, including:
- Inefficient Data Pipelines: The existing system was unable to handle complex data ingestion efficiently.
- Limited Data Insights: Poorly structured data and lack of advanced analytics hindered actionable insights.
- Scalability and Integration Issues: The platform struggled to support growth and seamless integration with existing applications.
- Data Governance Gaps: Inconsistent data quality and governance controls created operational risks.
A robust, scalable, and future-ready data platform was necessary to address these issues and support the client’s growth and differentiation strategy.
Whizzbridge's Solution
WhizzBridge conducted a detailed analysis of the client’s system and implemented a tailored solution to transform their data platform:
- Modernized Data Ingestion and Architecture: Redesigned data pipelines using Azure Data Factory and Python while building a robust data lake on ADLS and a star-schema SQL warehouse.
- Advanced Data Processing: Implemented a transformation engine with dbt and T-SQL for efficient data analysis.
- Enhanced Integration and Modeling: Developed a semantic layer using Cube.dev for seamless system integration and data modeling.
- Improved Data Governance: Ensured data quality with Great Expectations and custom cataloging for governance and integrity.
Results We Achieved
The revamped data platform delivered measurable benefits, including:
- Competitive Edge: Enhanced analytics capabilities allowed the client to attract more clients and drive business growth.
- Operational Efficiency: Streamlined workflows reduced overheads and improved overall productivity.
- Improved Decision-Making: Advanced data visualization and governance enabled data-driven decisions with confidence.
WhizzBridge’s expertise empowered the client to establish themselves as market leaders, delivering superior operational efficiency and insight-driven strategies.
